Alternatives and similar repositories for sparse_autoencoder:

Users that are interested in sparse_autoencoder are comparing it to the libraries listed below

• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆224Updated last year
• saprmarks / dictionary_learning
  ☆258Updated last month
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆235Updated 3 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆190Updated 3 months ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆213Updated 5 months ago
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆494Updated this week
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• saprmarks / feature-circuits
  ☆150Updated 2 weeks ago
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆163Updated this week
• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆686Updated this week
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆522Updated this week
• adamkarvonen / SAEBench
  ☆78Updated last week
• openai / sparse_autoencoder
  ☆444Updated 8 months ago
• jacobdunefsky / transcoder_circuits
  ☆61Updated 4 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆131Updated 10 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆131Updated 4 months ago
• redwoodresearch / Easy-Transformer
  ☆113Updated 7 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆90Updated last month
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆105Updated last week
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆327Updated 4 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆195Updated 5 months ago
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆91Updated last year
• KihoPark / linear_rep_geometry
  ☆90Updated last month
• davidbau / baukit
  ☆196Updated last year
• timaeus-research / devinterp
  Tools for studying developmental interpretability in neural networks.
  ☆86Updated 2 months ago
• callummcdougall / sae_visualizer
  ☆26Updated 11 months ago
• TransluceAI / observatory
  A toolkit for describing model features and intervening on those features to steer behavior.
  ☆163Updated 4 months ago
• neelnanda-io / Crosscoders
  ☆32Updated 4 months ago
• callummcdougall / ARENA_2.0
  Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
  ☆206Updated last year
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆46Updated 5 months ago